Click here
Note: Both bandits and RL notes are highly incomplete.
[Probability review]
[Singular value decomposition, Principal component analysis]
[Bayes classifier, maximum likelihood estimation]
[Linear models]
[PAC learning]
[Crash course on optimization]
[Logistic regression]
[Support vector machines, kernel methods]
[Online learning]
[Mixture models]
